Lecture notes for this lecture may be found here. Note that there is a lot of material in these lectures notes, which are based on the notes for a complete lecture course on nonparametric regression. We will not cover all these topics in full detail, but the notes provide a reference for those who would like further information.

Lecture slides for this lecture can be found here.

A video recording of the lecture can be found here.